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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 429 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Trajectory PredictionETHrobotics embodied aitabular time series47May 26, 2026
Semantic SegmentationADE-847computer vision47Mar 31, 2026
Visual Question AnsweringOK-VQA (val)multimodalcomputer vision+147Feb 26, 2026
Video Question AnsweringHow2QAmultimodalcomputer vision47Feb 26, 2026
Precipitation ForecastingSEVIR (test)tabular time series47Jun 16, 2026
Backdoor DefenseTiny-ImageNet (test)adversarial safety security47Feb 26, 2026
Semantic SegmentationACDC (val)computer visionSemantic Segmentation on ACDC (val) performance trend47Mar 26, 2026
Image InpaintingFFHQ 256x256 (val)image generation editingcomputer vision47Jun 30, 2026
3D Object DetectionWaymo Open Dataset (WOD) (val)3d vision geometrycomputer vision47Feb 26, 2026
Anomaly SegmentationRoad Anomaly (test)computer visionbio medical47Feb 26, 2026
Object DetectionBDD100k daytimecomputer vision47Apr 21, 2026
Image ClassificationFGSM (test)computer vision47Mar 19, 2026
Image RecognitionImageNet1K 1.0 (val)computer vision47Feb 26, 2026
Object DetectionCityscapes → BDD100k (test)computer visionObject Detection on Cityscapes → BDD100k (test) performance trend47Jul 1, 2026
Image ClassificationVisDA 17computer vision47Mar 25, 2026
Node classificationogbn-mag (val)graphNode Classification on ogbn-mag (val) performance trend47Feb 26, 2026
Spatio-temporal Video GroundingVidSTG Interrogative Sentences (test)computer visionmultimodalSpatio-temporal Video Grounding on VidSTG Interrogative Sentences (test) performance trend47Jun 4, 2026
Handwritten Mathematical Expression RecognitionCROHME 2014computer visionnlp47Feb 26, 2026
Anomaly DetectionMSLtabular time series47May 11, 2026
Object DetectionExDark (test)computer vision47Apr 14, 2026
Named Entity RecognitionFewNERD INTRAnlp47Feb 26, 2026
Image ClassificationImageNet ILSVRC2012 (val)computer vision47Feb 26, 2026
Gait RecognitionGait3D (test)computer visionGait Recognition on Gait3D (test) performance trend47Apr 30, 2026
3D Human ReconstructionCAPE3d vision geometry47May 26, 2026
3D Point Cloud ClassificationModelNet40 (test)3d vision geometry47Apr 20, 2026